Os12g0586100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Serine/threonine-protein kinase SAPK9 (EC 2.7.1.37) (Osmotic stress/abscisic acid-activated protein kinase 9).
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Os12g0586100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Serine/threonine-protein kinase SAPK9 (EC 2.7.1.37) (Osmotic stress/abscisic acid-activated protein kinase 9).
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose dependent, type of G = rect.)
| deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120.54 | 0.516 | 11 | -1.65 | 3.08 | -3.99 | 1.12 | -0.722 | -0.456 | 18.7 | 6.848 | 266 | 4.21 | 8.28 |
| 121.43 | 0.513 | 11 | -1.63 | 3.04 | -3.98 | 1.42 | -- | -0.452 | 18.8 | 6.822 | 267 | 4.12 | 8.3 |
| 123.1 | 0.517 | 11 | -1.68 | 3.09 | -3.96 | -- | -1.18 | -0.436 | 18.7 | 6.672 | 265 | 4.19 | 8.28 |
| 126.51 | 0.524 | 11 | -1.66 | 3.04 | -4.02 | -- | -- | -0.44 | 18.7 | 6.654 | 271 | 4.1 | 8.34 |
| 266.45 | 0.76 | 10.9 | -1.36 | -- | -5.19 | -- | -0.787 | -0.234 | -- | 4.614 | 113 | 3.27 | 10.1 |
| 251.62 | 0.744 | 11.1 | -1.79 | 5.36 | -- | 1.8 | -- | -0.566 | 20.9 | -- | -- | -- | -- |
| 262.67 | 0.759 | 11.1 | -1.85 | 5.36 | -- | -- | -- | -0.566 | 20.9 | -- | -- | -- | -- |
| 198.62 | 0.656 | 11 | -1.61 | -- | -5.04 | -- | -- | -0.495 | -- | -3.419 | 315 | 1.42 | 10.2 |
| 195.08 | 0.651 | 10.9 | -- | 2.89 | -4.19 | -- | -- | -0.267 | 19 | 11.23 | 278 | 3.6 | 8.5 |
| 1901.69 | 2.04 | 10.9 | -1.85 | -- | -- | -- | -- | -0.604 | -- | -- | -- | -- | -- |
| 353.29 | 0.879 | 11 | -- | 5.36 | -- | -- | -- | -0.36 | 20.9 | -- | -- | -- | -- |
| 256.73 | 0.746 | 10.8 | -- | -- | -5.41 | -- | -- | -0.172 | -- | 2.947 | 312 | 1.25 | 10.3 |
| 1992.37 | 2.08 | 10.9 | -- | -- | -- | -- | -- | -0.398 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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Local optima within top1000 grid-points
| rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 124.53 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 8 |
| 2 | 127.13 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 20 | 18 |
| 5 | 129.27 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 18 |
| 6 | 129.44 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 8 |
| 36 | 137.69 | temperature | 20.0 | 270 | > th | dose independent | rect. | 5 | 7 |
| 62 | 143.93 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 5 |
| 67 | 144.84 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 5 |
| 72 | 145.44 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 19 |
| 77 | 145.99 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 5 |
| 79 | 145.99 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 12 | 5 |
| 80 | 145.99 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 19 |
| 83 | 146.20 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 19 |
| 87 | 146.81 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 5 |
| 88 | 146.81 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 5 |
| 99 | 147.42 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 19 |
| 100 | 147.42 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 19 |
| 139 | 150.13 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 12 | 5 |
| 145 | 150.96 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 19 |
| 165 | 152.36 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 12 | 5 |
| 194 | 153.95 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 16 |
| 202 | 154.17 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 8 |
| 203 | 154.17 | radiation | 20.0 | 270 | < th | dose independent | rect. | 17 | 8 |
| 206 | 154.17 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 16 |
| 207 | 154.17 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 16 |
| 212 | 154.46 | humidity | 50.0 | 270 | > th | dose independent | rect. | 13 | 4 |
| 213 | 154.48 | radiation | 1.0 | 270 | > th | dose independent | rect. | 18 | 19 |
| 216 | 154.50 | radiation | 1.0 | 270 | > th | dose independent | rect. | 13 | 4 |
| 217 | 154.50 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 7 |
| 221 | 154.64 | temperature | 25.0 | 30 | > th | dose independent | rect. | 20 | 18 |
| 236 | 154.76 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 8 |
| 238 | 154.84 | wind | 1.0 | 270 | > th | dose dependent | rect. | 12 | 5 |
| 251 | 155.04 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 8 |
| 267 | 155.58 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 17 | 8 |
| 268 | 155.68 | humidity | 90.0 | 270 | < th | dose independent | rect. | 12 | 5 |
| 281 | 156.05 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 8 |
| 313 | 157.06 | radiation | 1.0 | 270 | > th | dose independent | rect. | 12 | 17 |
| 332 | 157.40 | radiation | 40.0 | 90 | < th | dose independent | rect. | 13 | 6 |
| 344 | 157.77 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 18 | 18 |
| 357 | 158.09 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 16 |
| 358 | 158.09 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 16 |
| 365 | 158.20 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 16 |
| 379 | 158.65 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 8 |
| 381 | 158.65 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 8 |
| 387 | 158.86 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 8 |
| 388 | 158.86 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 8 |
| 408 | 159.24 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 8 |
| 409 | 159.24 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 8 |
| 410 | 159.24 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 16 |
| 412 | 159.29 | temperature | 25.0 | 30 | > th | dose independent | rect. | 22 | 16 |
| 413 | 159.30 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 23 | 9 |
| 416 | 159.40 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 18 |
| 421 | 159.47 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 8 |
| 425 | 159.58 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 12 | 5 |
| 427 | 159.67 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 16 |
| 451 | 159.95 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 6 |
| 452 | 159.95 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 6 |
| 462 | 160.17 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 6 |
| 468 | 160.34 | wind | 1.0 | 270 | > th | dose independent | rect. | 17 | 8 |
| 471 | 160.37 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 6 |
| 472 | 160.37 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 6 |
| 473 | 160.37 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 18 |
| 524 | 161.24 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 14 | 6 |
| 525 | 161.24 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 14 | 6 |
| 532 | 161.35 | wind | 9.0 | 10 | < th | dose independent | rect. | 14 | 6 |
| 546 | 161.52 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 18 |
| 547 | 161.52 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 18 |
| 549 | 161.55 | wind | 1.0 | 10 | > th | dose independent | rect. | 14 | 6 |
| 553 | 161.62 | radiation | 40.0 | 10 | < th | dose independent | rect. | 14 | 6 |
| 558 | 161.78 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 16 |
| 559 | 161.78 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 16 |
| 560 | 161.81 | wind | 9.0 | 10 | < th | dose independent | rect. | 20 | 18 |
| 565 | 161.84 | temperature | 10.0 | 10 | > th | dose independent | rect. | 14 | 6 |
| 567 | 161.84 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 14 | 6 |
| 569 | 161.84 | temperature | 10.0 | 10 | > th | dose independent | rect. | 20 | 18 |
| 570 | 161.84 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 20 | 18 |
| 630 | 162.76 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 8 |
| 631 | 162.76 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 8 |
| 632 | 162.76 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 8 |
| 634 | 162.76 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 8 |
| 635 | 162.76 | radiation | 40.0 | 270 | < th | dose independent | rect. | 23 | 8 |
| 636 | 162.76 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 16 |
| 638 | 162.79 | wind | 9.0 | 270 | < th | dose independent | rect. | 23 | 8 |
| 709 | 163.68 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 17 |
| 736 | 164.09 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 8 |
| 741 | 164.14 | wind | 1.0 | 270 | > th | dose independent | rect. | 6 | 6 |
| 750 | 164.26 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 15 | 5 |
| 753 | 164.26 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 20 | 19 |
| 800 | 164.90 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 8 |
| 801 | 164.90 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 8 |
| 818 | 165.06 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 14 | 6 |
| 832 | 165.16 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 6 |
| 839 | 165.27 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 16 |
| 886 | 165.74 | radiation | 40.0 | 270 | < th | dose independent | rect. | 14 | 2 |
| 898 | 165.87 | humidity | 90.0 | 90 | < th | dose independent | rect. | 6 | 8 |
| 945 | 166.33 | radiation | 40.0 | 10 | < th | dose independent | rect. | 12 | 8 |
| 947 | 166.35 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 8 |